- What is SYCL
- Enqueueing a Kernel
- Managing Data
- Handling Errors
- Device Discovery
- Data Parallelism
- Introduction to USM
- Using USM
- Asynchronous Execution
- Data and Dependencies
- In Order Queue
- Advanced Data Flow
- Multiple Devices
- ND Range Kernels
- Image Convolution
- Coalesced Global Memory
- Vectors
- Local Memory Tiling
- Further Optimisations
- Matrix Transpose
- More SYCL Features
- Functors
Device Discovery
In this exercise you will learn how to create a device selector that will choose a device for you to enqueue work to.
1.) Query the device of your queue
When you default construct a queue
the runtime will use the default_selector_v
to choose a device.
Try querying the device
associated with the queue
and information about it.
Remember the device associated with a queue can be retrieved using the
get_device
member function and information about a device can be queried
using the get_info
member function template.
2.) Try other device selectors
Replace the default selector with one of the other standard device selectors
that are provided by SYCL such as the cpu_selector_v
, gpu_selector_v
and see which device those choose.
3.) Create your own device selector
Create a device selector using the template below. Implement the function call operator, using various device and platform info queries like the one we used earlier to query the device name and then use that device selector in the queue constructor.
To construct device selector, use the following rule:
The interface for a device selector
is any object that meets the C++ named requirement Callable
,
taking a parameter of type const device &
and returning a value that is implicitly convertible to int
.
int device_selector()(const device &device) { /* scoring logic */ }
Remember the platform associated with a device can be retrieved using the
get_platform
member function.
Remember that the value returned from the device selector's function call operator will represent the score for each device, and a device with a negative score will never be chosen.
Build And Execution Hints
For DevCloud via JupiterLab follow these instructions.
For DPC++: instructions.
For AdaptiveCpp: instructions.